Name: Knowledge Discovery in big Data From Astronomy and Earth Observation: Astrogeoinformatics (en Inglés)
Price: 189010.00 CLP
Availability: InStock
ISBN: 9780128191545

portada Knowledge Discovery in big Data From Astronomy and Earth Observation: Astrogeoinformatics (en Inglés)

Formato

Libro Físico

Editorial

Elsevier

Año

2020

Idioma

Inglés

N° páginas

472

Encuadernación

Tapa Blanda

ISBN13

9780128191545

N° edición

Categorías

Ciencia y análisis de datos
Análisis y captura de datos

Knowledge Discovery in big Data From Astronomy and Earth Observation: Astrogeoinformatics (en Inglés)

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Origen: Estados Unidos (Costos de importación incluídos en el precio)

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Reseña del libro "Knowledge Discovery in big Data From Astronomy and Earth Observation: Astrogeoinformatics (en Inglés)"

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data science aspects are illustrated in the context of both fields. Software, hardware and algorithms of big data are addressed. Finally, the book offers insight into the emerging science which combines data and expertise from both fields in studying the effect of cosmos on the earth and its inhabitants.Addresses both astronomy and geosciences in parallel, from a big data perspectiveIncludes introductory information, key principles, applications and the latest techniquesWell-supported by computing and information science-oriented chapters to introduce the necessary knowledge in these fields